Mammographic density and breast cancer risk: current understanding and future prospects

NF Boyd, LJ Martin, MJ Yaffe, S Minkin - Breast cancer research, 2011 - Springer
Variations in percent mammographic density (PMD) reflect variations in the amounts of
collagen and number of epithelial and non-epithelial cells in the breast. Extensive PMD is …

Breast tissue composition and susceptibility to breast cancer

NF Boyd, LJ Martin, M Bronskill, MJ Yaffe… - Journal of the …, 2010 - academic.oup.com
Breast density, as assessed by mammography, reflects breast tissue composition. Breast
epithelium and stroma attenuate x-rays more than fat and thus appear light on …

Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis

VA McCormack, I dos Santos Silva - Cancer Epidemiology Biomarkers & …, 2006 - AACR
Mammographic features are associated with breast cancer risk, but estimates of the strength
of the association vary markedly between studies, and it is uncertain whether the association …

Mammographic breast density as an intermediate phenotype for breast cancer

NF Boyd, JM Rommens, K Vogt, V Lee… - The lancet …, 2005 - thelancet.com
The amount of radiologically dense breast-tissue appearing on a mammogram varies
between women because of differences in the composition of breast tissue, and is referred …

The TOMMY trial: a comparison of TOMosynthesis with digital MammographY in the UK NHS Breast Screening Programme--a multicentre retrospective reading study …

FJ Gilbert, L Tucker, MGC Gillan, P Willsher, J Cooke… - 2015 - repository.cam.ac.uk
BACKGROUND: Digital breast tomosynthesis (DBT) is a three-dimensional mammography
technique with the potential to improve accuracy by improving differentiation between …

Mammographic density, breast cancer risk and risk prediction

CM Vachon, CH Van Gils, TA Sellers, K Ghosh… - Breast Cancer …, 2007 - Springer
In this review, we examine the evidence for mammographic density as an independent risk
factor for breast cancer, describe the risk prediction models that have incorporated density …

Beyond breast density: a review on the advancing role of parenchymal texture analysis in breast cancer risk assessment

A Gastounioti, EF Conant, D Kontos - Breast cancer research, 2016 - Springer
Background The assessment of a woman's risk for developing breast cancer has become
increasingly important for establishing personalized screening recommendations and …

Effect of baseline breast density on breast cancer incidence, stage, mortality, and screening parameters: 25-year follow-up of a Swedish mammographic screening

SYH Chiu, S Duffy, AMF Yen, L Tabár, RA Smith… - … , biomarkers & prevention, 2010 - AACR
Background: We aimed to quantitatively assess the effect of baseline breast density on the
incidence, stage, and mortality, and also the natural course of the disease, considering the …

Multi-label transfer learning for the early diagnosis of breast cancer

H Chougrad, H Zouaki, O Alheyane - Neurocomputing, 2020 - Elsevier
Early diagnosis of breast cancer, when it is small and has not spread, can make the disease
easier to treat which increases the patient's chances of survival. The recent proposed …

Relationship between mammographic density and breast cancer death in the Breast Cancer Surveillance Consortium

GL Gierach, L Ichikawa, K Kerlikowske… - Journal of the …, 2012 - academic.oup.com
Background Women with elevated mammographic density have an increased risk of
developing breast cancer. However, among women diagnosed with breast cancer, it is …